Seongmin Park

PhD student, Electronic Engineering, Hanyang University

Joined

May 2021

Names

Seongmin Park (Preferred)

Emails

****@hanyang.ac.kr (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Electronic Engineering , Hanyang University (hanyang.ac.kr)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Jungwook choi

2020 – Present

Expertise

Model Compression

2020 – Present

Quantization

2020 – Present

Pruning

2020 – Present

Publications

Pruning With Scaled Policy Constraints for Light-Weight Reinforcement Learning
Seongmin Park, Hyungmin Kim, Hyunhak Kim, Jungwook Choi
- IEEE Access 2024
- Readers: Everyone
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment
Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi
- ACL (1) 2024
- Readers: Everyone
SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving
Minjae Lee, Seongmin Park, Hyungmin Kim, Minyong Yoon, Janghwan Lee, Jun Won Choi, Nam Sung Kim, Mingu Kang, Jungwook Choi
- HPCA 2024
- Readers: Everyone
Selectively Dilated Convolution for Accuracy-Preserving Sparse Pillar-based Embedded 3D Object Detection
Seongmin Park, Minjae Lee, Junwon Choi, Jungwook Choi
- CVPR Workshops 2024
- Readers: Everyone
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers
Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers
Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- EACL 2023
- Readers: Everyone
PillarAcc: Sparse PointPillars Accelerator for Real-Time Point Cloud 3D Object Detection on Edge Devices
Minjae Lee, Hyungmin Kim, Seongmin Park, Minyong Yoon, Janghwan Lee, Junwon Choi, Mingu Kang, Jungwook Choi
- Published: 01 Jan 2023, Last Modified: 17 Jun 2023
- CoRR 2023
- Readers: Everyone
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers
Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi
- 22 Sept 2022 (modified: 14 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
NN-LUT: neural approximation of non-linear operations for efficient transformer inference
Joonsang Yu, Junki Park, Seongmin Park, Minsoo Kim, Sihwa Lee, Dong Hyun Lee, Jungwook Choi
- 2022 (modified: 02 Nov 2022)
- DAC 2022
- Readers: Everyone

View all 13 publications

Seongmin Park

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors